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Survival Prediction

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Showing 126–150 of 233 papers

TitleStatusHype
Deep Learning-Based Discrete Calibrated Survival PredictionCode0
KL-divergence Based Deep Learning for Discrete Time Model—0
A Comparative Study for Time-to-Event Analysis and Survival Prediction for Heart Failure Condition using Machine Learning TechniquesCode1
Stacked Autoencoder Based Multi-Omics Data Integration for Cancer Survival PredictionCode0
Incorporating intratumoral heterogeneity into weakly-supervised deep learning models via variance poolingCode1
Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised LearningCode2
Censor-aware Semi-supervised Learning for Survival Time Prediction from Medical ImagesCode0
Predicting Time-to-conversion for Dementia of Alzheimer's Type using Multi-modal Deep Survival Analysis—0
Coupling Deep Imputation with Multitask Learning for Downstream Tasks on Genomics DataCode0
Colorectal cancer survival prediction using deep distribution based multiple-instance learning—0
Tensor Radiomics: Paradigm for Systematic Incorporation of Multi-Flavoured Radiomics Features—0
Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomics, and Demographic Data—0
The Concordance Index decomposition: A measure for a deeper understanding of survival prediction modelsCode0
Brain Cancer Survival Prediction on Treatment-na ive MRI using Deep Anchor Attention Learning with Vision Transformer—0
Survival Prediction of Children Undergoing Hematopoietic Stem Cell Transplantation Using Different Machine Learning Classifiers by Performing Chi-squared Test and Hyper-parameter Optimization: A Retrospective Analysis—0
Multi-modality fusion using canonical correlation analysis methods: Application in breast cancer survival prediction from histology and genomicsCode0
Towards Explainable End-to-End Prostate Cancer Relapse Prediction from H&E Images Combining Self-Attention Multiple Instance Learning with a Recurrent Neural NetworkCode0
Multimodal PET/CT Tumour Segmentation and Prediction of Progression-Free Survival using a Full-Scale UNet with AttentionCode1
DAGSurv: Directed Acyclic Graph Based Survival Analysis Using Deep Neural NetworksCode0
MHAttnSurv: Multi-Head Attention for Survival Prediction Using Whole-Slide Pathology Images—0
Predicting survival of glioblastoma from automatic whole-brain and tumor segmentation of MR images—0
Improving Reproducibility and Performance of Radiomics in Low Dose CT using Cycle GANs—0
DeepMTS: Deep Multi-task Learning for Survival Prediction in Patients with Advanced Nasopharyngeal Carcinoma using Pretreatment PET/CTCode1
Generative Models Improve Radiomics Performance in Different Tasks and Different Datasets: An Experimental Study—0
Analysis of MRI Biomarkers for Brain Cancer Survival Prediction—0
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